Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 170653 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 24.7 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Text | 3 |
| Categorical | 2 |
| DateTime | 1 |
acousticness is highly overall correlated with energy and 3 other fields | High correlation |
danceability is highly overall correlated with valence | High correlation |
energy is highly overall correlated with acousticness and 2 other fields | High correlation |
loudness is highly overall correlated with acousticness and 3 other fields | High correlation |
popularity is highly overall correlated with acousticness and 2 other fields | High correlation |
valence is highly overall correlated with danceability | High correlation |
year is highly overall correlated with acousticness and 3 other fields | High correlation |
explicit is highly imbalanced (58.2%) | Imbalance |
id has unique values | Unique |
instrumentalness has 46580 (27.3%) zeros | Zeros |
key has 21600 (12.7%) zeros | Zeros |
popularity has 27892 (16.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-09-26 23:16:04.202847 |
|---|---|
| Analysis finished | 2025-09-26 23:16:40.743768 |
| Duration | 36.54 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
valence
Real number (ℝ)
High correlation
| Distinct | 1733 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52858721 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 196 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0905 |
| Q1 | 0.317 |
| median | 0.54 |
| Q3 | 0.747 |
| 95-th percentile | 0.937 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.43 |
Descriptive statistics
| Standard deviation | 0.26317146 |
|---|---|
| Coefficient of variation (CV) | 0.49787709 |
| Kurtosis | -1.0616275 |
| Mean | 0.52858721 |
| Median Absolute Deviation (MAD) | 0.215 |
| Skewness | -0.10711976 |
| Sum | 90204.993 |
| Variance | 0.069259219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.961 | 718 | 0.4% |
| 0.962 | 593 | 0.3% |
| 0.963 | 515 | 0.3% |
| 0.964 | 462 | 0.3% |
| 0.965 | 400 | 0.2% |
| 0.96 | 388 | 0.2% |
| 0.966 | 349 | 0.2% |
| 0.967 | 316 | 0.2% |
| 0.968 | 269 | 0.2% |
| 0.559 | 248 | 0.1% |
| Other values (1723) | 166395 |
| Value | Count | Frequency (%) |
| 0 | 196 | |
| 1 × 10-5 | 70 | < 0.1% |
| 6.41 × 10-5 | 1 | < 0.1% |
| 0.000537 | 1 | < 0.1% |
| 0.000562 | 1 | < 0.1% |
| 0.00126 | 1 | < 0.1% |
| 0.00166 | 1 | < 0.1% |
| 0.00173 | 1 | < 0.1% |
| 0.00213 | 1 | < 0.1% |
| 0.00228 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 0.998 | 1 | < 0.1% |
| 0.996 | 2 | < 0.1% |
| 0.995 | 1 | < 0.1% |
| 0.994 | 3 | < 0.1% |
| 0.993 | 4 | |
| 0.991 | 4 | |
| 0.99 | 8 | |
| 0.989 | 6 | |
| 0.988 | 7 |
year
Real number (ℝ)
High correlation
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1976.7872 |
| Minimum | 1921 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1921 |
|---|---|
| 5-th percentile | 1933 |
| Q1 | 1956 |
| median | 1977 |
| Q3 | 1999 |
| 95-th percentile | 2016 |
| Maximum | 2020 |
| Range | 99 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 25.917853 |
|---|---|
| Coefficient of variation (CV) | 0.013111099 |
| Kurtosis | -1.0355084 |
| Mean | 1976.7872 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | -0.12943464 |
| Sum | 3.3734467 × 108 |
| Variance | 671.73508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2018 | 2103 | 1.2% |
| 2020 | 2030 | 1.2% |
| 2011 | 2017 | 1.2% |
| 2010 | 2016 | 1.2% |
| 2001 | 2005 | 1.2% |
| 2014 | 2005 | 1.2% |
| 1949 | 2000 | 1.2% |
| 1955 | 2000 | 1.2% |
| 1954 | 2000 | 1.2% |
| 1978 | 2000 | 1.2% |
| Other values (90) | 150477 |
| Value | Count | Frequency (%) |
| 1921 | 150 | 0.1% |
| 1922 | 71 | < 0.1% |
| 1923 | 185 | 0.1% |
| 1924 | 236 | 0.1% |
| 1925 | 278 | 0.2% |
| 1926 | 1378 | |
| 1927 | 615 | 0.4% |
| 1928 | 1261 | |
| 1929 | 952 | |
| 1930 | 1924 |
| Value | Count | Frequency (%) |
| 2020 | 2030 | |
| 2019 | 1949 | |
| 2018 | 2103 | |
| 2017 | 1992 | |
| 2016 | 1797 | |
| 2015 | 1974 | |
| 2014 | 2005 | |
| 2013 | 1976 | |
| 2012 | 1945 | |
| 2011 | 2017 |
acousticness
Real number (ℝ)
High correlation
| Distinct | 4689 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50211476 |
| Minimum | 0 |
|---|---|
| Maximum | 0.996 |
| Zeros | 20 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.00147 |
| Q1 | 0.102 |
| median | 0.516 |
| Q3 | 0.893 |
| 95-th percentile | 0.992 |
| Maximum | 0.996 |
| Range | 0.996 |
| Interquartile range (IQR) | 0.791 |
Descriptive statistics
| Standard deviation | 0.37603173 |
|---|---|
| Coefficient of variation (CV) | 0.74889597 |
| Kurtosis | -1.6094281 |
| Mean | 0.50211476 |
| Median Absolute Deviation (MAD) | 0.395 |
| Skewness | -0.032582418 |
| Sum | 85687.391 |
| Variance | 0.14139986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.995 | 3117 | 1.8% |
| 0.994 | 2323 | 1.4% |
| 0.993 | 1759 | 1.0% |
| 0.992 | 1513 | 0.9% |
| 0.991 | 1298 | 0.8% |
| 0.99 | 1180 | 0.7% |
| 0.996 | 1058 | 0.6% |
| 0.989 | 1053 | 0.6% |
| 0.988 | 927 | 0.5% |
| 0.987 | 818 | 0.5% |
| Other values (4679) | 155607 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 × 10-6 | 1 | < 0.1% |
| 1.01 × 10-6 | 3 | < 0.1% |
| 1.02 × 10-6 | 1 | < 0.1% |
| 1.03 × 10-6 | 1 | < 0.1% |
| 1.05 × 10-6 | 2 | < 0.1% |
| 1.07 × 10-6 | 1 | < 0.1% |
| 1.11 × 10-6 | 1 | < 0.1% |
| 1.15 × 10-6 | 1 | < 0.1% |
| 1.17 × 10-6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.996 | 1058 | 0.6% |
| 0.995 | 3117 | |
| 0.994 | 2323 | |
| 0.993 | 1759 | |
| 0.992 | 1513 | |
| 0.991 | 1298 | |
| 0.99 | 1180 | 0.7% |
| 0.989 | 1053 | 0.6% |
| 0.988 | 927 | 0.5% |
| 0.987 | 818 | 0.5% |
artists
Text
| Distinct | 34088 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
Length
| Max length | 661 |
|---|---|
| Median length | 345 |
| Mean length | 23.369282 |
| Min length | 5 |
Unique
| Unique | 20168 ? |
|---|---|
| Unique (%) | 11.8% |
Sample
| 1st row | ['Sergei Rachmaninoff', 'James Levine', 'Berliner Philharmoniker'] |
|---|---|
| 2nd row | ['Dennis Day'] |
| 3rd row | ['KHP Kridhamardawa Karaton Ngayogyakarta Hadiningrat'] |
| 4th row | ['Frank Parker'] |
| 5th row | ['Phil Regan'] |
| Value | Count | Frequency (%) |
| the | 17347 | 3.5% |
| orchestra | 6068 | 1.2% |
| 5771 | 1.2% | |
| john | 2491 | 0.5% |
| francisco | 2357 | 0.5% |
| canaro | 2253 | 0.5% |
| los | 2034 | 0.4% |
| de | 1928 | 0.4% |
| his | 1784 | 0.4% |
| of | 1732 | 0.4% |
| Other values (25904) | 450708 |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 450922 | 11.3% |
| 323820 | 8.1% | |
| e | 264139 | 6.6% |
| a | 252534 | 6.3% |
| r | 193143 | 4.8% |
| n | 188862 | 4.7% |
| i | 186004 | 4.7% |
| o | 179597 | 4.5% |
| ] | 170658 | 4.3% |
| [ | 170658 | 4.3% |
| Other values (603) | 1607701 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3988038 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| ' | 450922 | 11.3% |
| 323820 | 8.1% | |
| e | 264139 | 6.6% |
| a | 252534 | 6.3% |
| r | 193143 | 4.8% |
| n | 188862 | 4.7% |
| i | 186004 | 4.7% |
| o | 179597 | 4.5% |
| ] | 170658 | 4.3% |
| [ | 170658 | 4.3% |
| Other values (603) | 1607701 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3988038 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| ' | 450922 | 11.3% |
| 323820 | 8.1% | |
| e | 264139 | 6.6% |
| a | 252534 | 6.3% |
| r | 193143 | 4.8% |
| n | 188862 | 4.7% |
| i | 186004 | 4.7% |
| o | 179597 | 4.5% |
| ] | 170658 | 4.3% |
| [ | 170658 | 4.3% |
| Other values (603) | 1607701 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3988038 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| ' | 450922 | 11.3% |
| 323820 | 8.1% | |
| e | 264139 | 6.6% |
| a | 252534 | 6.3% |
| r | 193143 | 4.8% |
| n | 188862 | 4.7% |
| i | 186004 | 4.7% |
| o | 179597 | 4.5% |
| ] | 170658 | 4.3% |
| [ | 170658 | 4.3% |
| Other values (603) | 1607701 |
danceability
Real number (ℝ)
High correlation
| Distinct | 1240 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.53739553 |
| Minimum | 0 |
|---|---|
| Maximum | 0.988 |
| Zeros | 143 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.23 |
| Q1 | 0.415 |
| median | 0.548 |
| Q3 | 0.668 |
| 95-th percentile | 0.811 |
| Maximum | 0.988 |
| Range | 0.988 |
| Interquartile range (IQR) | 0.253 |
Descriptive statistics
| Standard deviation | 0.17613774 |
|---|---|
| Coefficient of variation (CV) | 0.32776181 |
| Kurtosis | -0.44289742 |
| Mean | 0.53739553 |
| Median Absolute Deviation (MAD) | 0.126 |
| Skewness | -0.22347135 |
| Sum | 91708.16 |
| Variance | 0.031024502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.565 | 430 | 0.3% |
| 0.612 | 408 | 0.2% |
| 0.632 | 402 | 0.2% |
| 0.61 | 401 | 0.2% |
| 0.578 | 399 | 0.2% |
| 0.559 | 398 | 0.2% |
| 0.545 | 397 | 0.2% |
| 0.6 | 395 | 0.2% |
| 0.548 | 394 | 0.2% |
| 0.556 | 393 | 0.2% |
| Other values (1230) | 166636 |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 0.0551 | 1 | < 0.1% |
| 0.0559 | 2 | < 0.1% |
| 0.0569 | 2 | < 0.1% |
| 0.0574 | 1 | < 0.1% |
| 0.0583 | 1 | < 0.1% |
| 0.0587 | 1 | < 0.1% |
| 0.0589 | 1 | < 0.1% |
| 0.059 | 1 | < 0.1% |
| 0.0591 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.988 | 1 | < 0.1% |
| 0.986 | 2 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.98 | 4 | |
| 0.979 | 3 | |
| 0.978 | 3 | |
| 0.977 | 5 | |
| 0.976 | 1 | < 0.1% |
| 0.975 | 6 |
duration_ms
Real number (ℝ)
| Distinct | 51755 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 230948.31 |
| Minimum | 5108 |
|---|---|
| Maximum | 5403500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 5108 |
|---|---|
| 5-th percentile | 110987 |
| Q1 | 169827 |
| median | 207467 |
| Q3 | 262400 |
| 95-th percentile | 411551.6 |
| Maximum | 5403500 |
| Range | 5398392 |
| Interquartile range (IQR) | 92573 |
Descriptive statistics
| Standard deviation | 126118.41 |
|---|---|
| Coefficient of variation (CV) | 0.54608936 |
| Kurtosis | 132.92182 |
| Mean | 230948.31 |
| Median Absolute Deviation (MAD) | 44467 |
| Skewness | 7.3137407 |
| Sum | 3.9412022 × 1010 |
| Variance | 1.5905855 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 192000 | 56 | < 0.1% |
| 170000 | 50 | < 0.1% |
| 180000 | 49 | < 0.1% |
| 186000 | 49 | < 0.1% |
| 160000 | 48 | < 0.1% |
| 184000 | 48 | < 0.1% |
| 240000 | 46 | < 0.1% |
| 168000 | 46 | < 0.1% |
| 195000 | 45 | < 0.1% |
| 175000 | 44 | < 0.1% |
| Other values (51745) | 170172 |
| Value | Count | Frequency (%) |
| 5108 | 1 | |
| 5991 | 1 | |
| 6362 | 1 | |
| 6467 | 1 | |
| 8853 | 2 | |
| 9680 | 1 | |
| 10371 | 1 | |
| 11973 | 1 | |
| 13453 | 1 | |
| 13600 | 1 |
| Value | Count | Frequency (%) |
| 5403500 | 1 | |
| 4270034 | 1 | |
| 4269407 | 1 | |
| 4120258 | 2 | |
| 3816373 | 1 | |
| 3650800 | 1 | |
| 3569933 | 1 | |
| 3557955 | 1 | |
| 3556867 | 1 | |
| 3551152 | 1 |
energy
Real number (ℝ)
High correlation
| Distinct | 2332 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.48238884 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.076 |
| Q1 | 0.255 |
| median | 0.471 |
| Q3 | 0.703 |
| 95-th percentile | 0.924 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.448 |
Descriptive statistics
| Standard deviation | 0.2676457 |
|---|---|
| Coefficient of variation (CV) | 0.55483395 |
| Kurtosis | -1.1001327 |
| Mean | 0.48238884 |
| Median Absolute Deviation (MAD) | 0.224 |
| Skewness | 0.11203494 |
| Sum | 82321.102 |
| Variance | 0.071634223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 247 | 0.1% |
| 0.341 | 244 | 0.1% |
| 0.187 | 242 | 0.1% |
| 0.255 | 241 | 0.1% |
| 0.219 | 239 | 0.1% |
| 0.274 | 238 | 0.1% |
| 0.185 | 238 | 0.1% |
| 0.245 | 237 | 0.1% |
| 0.306 | 237 | 0.1% |
| 0.32 | 237 | 0.1% |
| Other values (2322) | 168253 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1.99 × 10-5 | 1 | < 0.1% |
| 2 × 10-5 | 1 | < 0.1% |
| 2.01 × 10-5 | 7 | |
| 2.02 × 10-5 | 3 | < 0.1% |
| 2.03 × 10-5 | 10 | |
| 2.8 × 10-5 | 1 | < 0.1% |
| 3.22 × 10-5 | 1 | < 0.1% |
| 4.28 × 10-5 | 1 | < 0.1% |
| 4.98 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21 | < 0.1% |
| 0.999 | 28 | < 0.1% |
| 0.998 | 38 | |
| 0.997 | 51 | |
| 0.996 | 64 | |
| 0.995 | 81 | |
| 0.994 | 76 | |
| 0.993 | 73 | |
| 0.992 | 59 | |
| 0.991 | 88 |
explicit
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| 1 | 14433 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 156220 | |
| 1 | 14433 | 8.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 156220 | |
| 1 | 14433 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 156220 | |
| 1 | 14433 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 170653 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 156220 | |
| 1 | 14433 | 8.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 170653 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 156220 | |
| 1 | 14433 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 170653 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 156220 | |
| 1 | 14433 | 8.5% |
id
Text
Unique
| Distinct | 170653 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 170653 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 4BJqT0PrAfrxzMOxytFOIz |
|---|---|
| 2nd row | 7xPhfUan2yNtyFG0cUWkt8 |
| 3rd row | 1o6I8BglA6ylDMrIELygv1 |
| 4th row | 3ftBPsC5vPBKxYSee08FDH |
| 5th row | 4d6HGyGT8e121BsdKmw9v6 |
| Value | Count | Frequency (%) |
| 0lcxzabea84egudqpnun1i | 1 | < 0.1% |
| 7hmnjhfs0bkfzx4x8j0hkl | 1 | < 0.1% |
| 4bjqt0prafrxzmoxytfoiz | 1 | < 0.1% |
| 7xphfuan2yntyfg0cuwkt8 | 1 | < 0.1% |
| 1o6i8bgla6yldmrielygv1 | 1 | < 0.1% |
| 3ftbpsc5vpbkxysee08fdh | 1 | < 0.1% |
| 4d6hgygt8e121bsdkmw9v6 | 1 | < 0.1% |
| 4pyw9dvhgsture4j6hpngr | 1 | < 0.1% |
| 5unznelqos3w4frmrypk4t | 1 | < 0.1% |
| 02gdntoxexbfuvsgaxlpkd | 1 | < 0.1% |
| Other values (170643) | 170643 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 82448 | 2.2% |
| 1 | 81401 | 2.2% |
| 2 | 80500 | 2.1% |
| 3 | 79581 | 2.1% |
| 4 | 78941 | 2.1% |
| 5 | 78481 | 2.1% |
| 6 | 77828 | 2.1% |
| 7 | 73852 | 2.0% |
| L | 58509 | 1.6% |
| t | 58331 | 1.6% |
| Other values (52) | 3004494 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3754366 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 82448 | 2.2% |
| 1 | 81401 | 2.2% |
| 2 | 80500 | 2.1% |
| 3 | 79581 | 2.1% |
| 4 | 78941 | 2.1% |
| 5 | 78481 | 2.1% |
| 6 | 77828 | 2.1% |
| 7 | 73852 | 2.0% |
| L | 58509 | 1.6% |
| t | 58331 | 1.6% |
| Other values (52) | 3004494 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3754366 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 82448 | 2.2% |
| 1 | 81401 | 2.2% |
| 2 | 80500 | 2.1% |
| 3 | 79581 | 2.1% |
| 4 | 78941 | 2.1% |
| 5 | 78481 | 2.1% |
| 6 | 77828 | 2.1% |
| 7 | 73852 | 2.0% |
| L | 58509 | 1.6% |
| t | 58331 | 1.6% |
| Other values (52) | 3004494 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3754366 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 82448 | 2.2% |
| 1 | 81401 | 2.2% |
| 2 | 80500 | 2.1% |
| 3 | 79581 | 2.1% |
| 4 | 78941 | 2.1% |
| 5 | 78481 | 2.1% |
| 6 | 77828 | 2.1% |
| 7 | 73852 | 2.0% |
| L | 58509 | 1.6% |
| t | 58331 | 1.6% |
| Other values (52) | 3004494 |
instrumentalness
Real number (ℝ)
Zeros
| Distinct | 5401 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16700958 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 46580 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.000216 |
| Q3 | 0.102 |
| 95-th percentile | 0.905 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.102 |
Descriptive statistics
| Standard deviation | 0.31347467 |
|---|---|
| Coefficient of variation (CV) | 1.8769862 |
| Kurtosis | 0.94219542 |
| Mean | 0.16700958 |
| Median Absolute Deviation (MAD) | 0.000216 |
| Skewness | 1.631114 |
| Sum | 28500.686 |
| Variance | 0.098266371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46580 | 27.3% |
| 0.916 | 201 | 0.1% |
| 0.917 | 197 | 0.1% |
| 0.922 | 191 | 0.1% |
| 0.904 | 191 | 0.1% |
| 0.913 | 188 | 0.1% |
| 0.911 | 186 | 0.1% |
| 0.909 | 185 | 0.1% |
| 0.899 | 185 | 0.1% |
| 0.914 | 184 | 0.1% |
| Other values (5391) | 122365 |
| Value | Count | Frequency (%) |
| 0 | 46580 | |
| 1 × 10-6 | 24 | < 0.1% |
| 1.01 × 10-6 | 67 | < 0.1% |
| 1.02 × 10-6 | 84 | < 0.1% |
| 1.03 × 10-6 | 69 | < 0.1% |
| 1.04 × 10-6 | 56 | < 0.1% |
| 1.05 × 10-6 | 58 | < 0.1% |
| 1.06 × 10-6 | 57 | < 0.1% |
| 1.07 × 10-6 | 67 | < 0.1% |
| 1.08 × 10-6 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 0.999 | 12 | |
| 0.998 | 9 | |
| 0.997 | 4 | < 0.1% |
| 0.996 | 6 | < 0.1% |
| 0.995 | 6 | < 0.1% |
| 0.994 | 8 | |
| 0.993 | 16 | |
| 0.992 | 11 | |
| 0.991 | 6 | < 0.1% |
key
Real number (ℝ)
Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1998441 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 21600 |
| Zeros (%) | 12.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.5150939 |
|---|---|
| Coefficient of variation (CV) | 0.67599986 |
| Kurtosis | -1.2710487 |
| Mean | 5.1998441 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.0058639886 |
| Sum | 887369 |
| Variance | 12.355885 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21600 | |
| 7 | 20803 | |
| 2 | 18823 | |
| 9 | 17571 | |
| 5 | 16430 | |
| 4 | 12933 | |
| 1 | 12886 | |
| 10 | 12148 | |
| 8 | 10751 | |
| 11 | 10670 | |
| Other values (2) | 16038 |
| Value | Count | Frequency (%) |
| 0 | 21600 | |
| 1 | 12886 | |
| 2 | 18823 | |
| 3 | 7297 | 4.3% |
| 4 | 12933 | |
| 5 | 16430 | |
| 6 | 8741 | |
| 7 | 20803 | |
| 8 | 10751 | |
| 9 | 17571 |
| Value | Count | Frequency (%) |
| 11 | 10670 | |
| 10 | 12148 | |
| 9 | 17571 | |
| 8 | 10751 | |
| 7 | 20803 | |
| 6 | 8741 | |
| 5 | 16430 | |
| 4 | 12933 | |
| 3 | 7297 | 4.3% |
| 2 | 18823 |
liveness
Real number (ℝ)
| Distinct | 1740 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20583866 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0599 |
| Q1 | 0.0988 |
| median | 0.136 |
| Q3 | 0.261 |
| 95-th percentile | 0.61 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1622 |
Descriptive statistics
| Standard deviation | 0.17480466 |
|---|---|
| Coefficient of variation (CV) | 0.84923146 |
| Kurtosis | 5.0012722 |
| Mean | 0.20583866 |
| Median Absolute Deviation (MAD) | 0.0532 |
| Skewness | 2.1543815 |
| Sum | 35126.984 |
| Variance | 0.03055667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.111 | 1849 | 1.1% |
| 0.11 | 1663 | 1.0% |
| 0.109 | 1636 | 1.0% |
| 0.108 | 1624 | 1.0% |
| 0.107 | 1553 | 0.9% |
| 0.106 | 1508 | 0.9% |
| 0.112 | 1500 | 0.9% |
| 0.105 | 1481 | 0.9% |
| 0.103 | 1402 | 0.8% |
| 0.114 | 1379 | 0.8% |
| Other values (1730) | 155058 |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 0.00967 | 1 | < 0.1% |
| 0.0101 | 1 | < 0.1% |
| 0.0103 | 1 | < 0.1% |
| 0.0116 | 1 | < 0.1% |
| 0.012 | 1 | < 0.1% |
| 0.0123 | 1 | < 0.1% |
| 0.0134 | 1 | < 0.1% |
| 0.0136 | 3 | < 0.1% |
| 0.0139 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 0.999 | 1 | < 0.1% |
| 0.998 | 2 | < 0.1% |
| 0.997 | 5 | < 0.1% |
| 0.996 | 3 | < 0.1% |
| 0.995 | 10 | |
| 0.994 | 8 | |
| 0.993 | 5 | < 0.1% |
| 0.992 | 13 | |
| 0.991 | 16 |
loudness
Real number (ℝ)
High correlation
| Distinct | 25410 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.46799 |
| Minimum | -60 |
|---|---|
| Maximum | 3.855 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 170622 |
| Negative (%) | > 99.9% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | -60 |
|---|---|
| 5-th percentile | -22.02 |
| Q1 | -14.615 |
| median | -10.58 |
| Q3 | -7.183 |
| 95-th percentile | -4.1306 |
| Maximum | 3.855 |
| Range | 63.855 |
| Interquartile range (IQR) | 7.432 |
Descriptive statistics
| Standard deviation | 5.6979429 |
|---|---|
| Coefficient of variation (CV) | -0.49685628 |
| Kurtosis | 1.8468035 |
| Mean | -11.46799 |
| Median Absolute Deviation (MAD) | 3.648 |
| Skewness | -1.0518411 |
| Sum | -1957046.9 |
| Variance | 32.466553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7.436 | 27 | < 0.1% |
| -6.942 | 27 | < 0.1% |
| -8.32 | 26 | < 0.1% |
| -6.664 | 26 | < 0.1% |
| -11.815 | 25 | < 0.1% |
| -7.566 | 25 | < 0.1% |
| -7.632 | 25 | < 0.1% |
| -8.992 | 25 | < 0.1% |
| -6.519 | 24 | < 0.1% |
| -11.451 | 24 | < 0.1% |
| Other values (25400) | 170399 |
| Value | Count | Frequency (%) |
| -60 | 9 | |
| -55 | 1 | < 0.1% |
| -54.837 | 1 | < 0.1% |
| -54.376 | 1 | < 0.1% |
| -52.22 | 1 | < 0.1% |
| -51.123 | 1 | < 0.1% |
| -51.08 | 1 | < 0.1% |
| -50.174 | 1 | < 0.1% |
| -48.587 | 1 | < 0.1% |
| -48.278 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.855 | 1 | |
| 3.744 | 1 | |
| 2.799 | 1 | |
| 1.963 | 1 | |
| 1.83 | 1 | |
| 1.483 | 1 | |
| 1.342 | 1 | |
| 1.275 | 1 | |
| 1.073 | 1 | |
| 1.023 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 120635 | |
| 0 | 50018 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 120635 | |
| 0 | 50018 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 120635 | |
| 0 | 50018 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 170653 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120635 | |
| 0 | 50018 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 170653 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120635 | |
| 0 | 50018 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 170653 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120635 | |
| 0 | 50018 |
name
Text
| Distinct | 133638 |
|---|---|
| Distinct (%) | 78.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
Length
| Max length | 203 |
|---|---|
| Median length | 170 |
| Mean length | 23.649329 |
| Min length | 1 |
Unique
| Unique | 114535 ? |
|---|---|
| Unique (%) | 67.1% |
Sample
| 1st row | Piano Concerto No. 3 in D Minor, Op. 30: III. Finale. Alla breve |
|---|---|
| 2nd row | Clancy Lowered the Boom |
| 3rd row | Gati Bali |
| 4th row | Danny Boy |
| 5th row | When Irish Eyes Are Smiling |
| Value | Count | Frequency (%) |
| 38799 | 5.1% | |
| the | 22353 | 2.9% |
| in | 11337 | 1.5% |
| you | 9284 | 1.2% |
| i | 9264 | 1.2% |
| a | 8989 | 1.2% |
| of | 7726 | 1.0% |
| me | 6916 | 0.9% |
| no | 6735 | 0.9% |
| to | 6086 | 0.8% |
| Other values (60263) | 631900 |
Most occurring characters
| Value | Count | Frequency (%) |
| 588736 | 14.6% | |
| e | 348722 | 8.6% |
| a | 250147 | 6.2% |
| o | 234774 | 5.8% |
| n | 193853 | 4.8% |
| i | 193188 | 4.8% |
| r | 178505 | 4.4% |
| t | 170904 | 4.2% |
| s | 125579 | 3.1% |
| l | 120734 | 3.0% |
| Other values (1611) | 1630687 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4035829 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 588736 | 14.6% | |
| e | 348722 | 8.6% |
| a | 250147 | 6.2% |
| o | 234774 | 5.8% |
| n | 193853 | 4.8% |
| i | 193188 | 4.8% |
| r | 178505 | 4.4% |
| t | 170904 | 4.2% |
| s | 125579 | 3.1% |
| l | 120734 | 3.0% |
| Other values (1611) | 1630687 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4035829 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 588736 | 14.6% | |
| e | 348722 | 8.6% |
| a | 250147 | 6.2% |
| o | 234774 | 5.8% |
| n | 193853 | 4.8% |
| i | 193188 | 4.8% |
| r | 178505 | 4.4% |
| t | 170904 | 4.2% |
| s | 125579 | 3.1% |
| l | 120734 | 3.0% |
| Other values (1611) | 1630687 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4035829 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 588736 | 14.6% | |
| e | 348722 | 8.6% |
| a | 250147 | 6.2% |
| o | 234774 | 5.8% |
| n | 193853 | 4.8% |
| i | 193188 | 4.8% |
| r | 178505 | 4.4% |
| t | 170904 | 4.2% |
| s | 125579 | 3.1% |
| l | 120734 | 3.0% |
| Other values (1611) | 1630687 |
popularity
Real number (ℝ)
High correlation Zeros
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.431794 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 27892 |
| Zeros (%) | 16.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11 |
| median | 33 |
| Q3 | 48 |
| 95-th percentile | 66 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 21.826615 |
|---|---|
| Coefficient of variation (CV) | 0.694412 |
| Kurtosis | -1.025591 |
| Mean | 31.431794 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.003733875 |
| Sum | 5363930 |
| Variance | 476.40113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27892 | 16.3% |
| 43 | 3136 | 1.8% |
| 44 | 3117 | 1.8% |
| 41 | 3078 | 1.8% |
| 42 | 3051 | 1.8% |
| 40 | 3051 | 1.8% |
| 39 | 2968 | 1.7% |
| 36 | 2896 | 1.7% |
| 46 | 2883 | 1.7% |
| 1 | 2876 | 1.7% |
| Other values (90) | 115705 |
| Value | Count | Frequency (%) |
| 0 | 27892 | |
| 1 | 2876 | 1.7% |
| 2 | 1733 | 1.0% |
| 3 | 1467 | 0.9% |
| 4 | 1114 | 0.7% |
| 5 | 1018 | 0.6% |
| 6 | 1017 | 0.6% |
| 7 | 1116 | 0.7% |
| 8 | 1128 | 0.7% |
| 9 | 1213 | 0.7% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 96 | 4 | < 0.1% |
| 95 | 4 | < 0.1% |
| 94 | 4 | < 0.1% |
| 93 | 4 | < 0.1% |
| 92 | 11 | |
| 91 | 9 | |
| 90 | 11 |
release_date
Date
| Distinct | 10968 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| Minimum | 1921-01-01 00:00:00 |
|---|---|
| Maximum | 2020-11-24 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
speechiness
Real number (ℝ)
| Distinct | 1626 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.098393262 |
| Minimum | 0 |
|---|---|
| Maximum | 0.97 |
| Zeros | 143 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0281 |
| Q1 | 0.0349 |
| median | 0.045 |
| Q3 | 0.0756 |
| 95-th percentile | 0.354 |
| Maximum | 0.97 |
| Range | 0.97 |
| Interquartile range (IQR) | 0.0407 |
Descriptive statistics
| Standard deviation | 0.16274007 |
|---|---|
| Coefficient of variation (CV) | 1.6539758 |
| Kurtosis | 17.000433 |
| Mean | 0.098393262 |
| Median Absolute Deviation (MAD) | 0.0131 |
| Skewness | 4.0478485 |
| Sum | 16791.105 |
| Variance | 0.026484331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0347 | 580 | 0.3% |
| 0.0334 | 571 | 0.3% |
| 0.0328 | 563 | 0.3% |
| 0.0337 | 561 | 0.3% |
| 0.033 | 559 | 0.3% |
| 0.0349 | 557 | 0.3% |
| 0.0332 | 557 | 0.3% |
| 0.0362 | 553 | 0.3% |
| 0.0363 | 553 | 0.3% |
| 0.0344 | 552 | 0.3% |
| Other values (1616) | 165047 |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 0.0222 | 1 | < 0.1% |
| 0.0223 | 3 | < 0.1% |
| 0.0224 | 5 | < 0.1% |
| 0.0225 | 4 | < 0.1% |
| 0.0226 | 5 | < 0.1% |
| 0.0227 | 7 | < 0.1% |
| 0.0228 | 9 | < 0.1% |
| 0.0229 | 7 | < 0.1% |
| 0.023 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.97 | 1 | < 0.1% |
| 0.969 | 3 | < 0.1% |
| 0.968 | 5 | < 0.1% |
| 0.967 | 12 | < 0.1% |
| 0.966 | 27 | < 0.1% |
| 0.965 | 34 | < 0.1% |
| 0.964 | 56 | |
| 0.963 | 73 | |
| 0.962 | 81 | |
| 0.961 | 106 |
tempo
Real number (ℝ)
| Distinct | 84694 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.86159 |
| Minimum | 0 |
|---|---|
| Maximum | 243.507 |
| Zeros | 143 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74.1516 |
| Q1 | 93.421 |
| median | 114.729 |
| Q3 | 135.537 |
| 95-th percentile | 174.3738 |
| Maximum | 243.507 |
| Range | 243.507 |
| Interquartile range (IQR) | 42.116 |
Descriptive statistics
| Standard deviation | 30.708533 |
|---|---|
| Coefficient of variation (CV) | 0.26277696 |
| Kurtosis | -0.077953213 |
| Mean | 116.86159 |
| Median Absolute Deviation (MAD) | 21.091 |
| Skewness | 0.44974062 |
| Sum | 19942781 |
| Variance | 943.014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143 | 0.1% |
| 120 | 20 | < 0.1% |
| 120.012 | 20 | < 0.1% |
| 128.005 | 19 | < 0.1% |
| 94.997 | 19 | < 0.1% |
| 120.011 | 18 | < 0.1% |
| 119.994 | 17 | < 0.1% |
| 119.993 | 16 | < 0.1% |
| 119.969 | 16 | < 0.1% |
| 129.995 | 16 | < 0.1% |
| Other values (84684) | 170349 |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 30.946 | 1 | < 0.1% |
| 31.988 | 1 | < 0.1% |
| 32.466 | 1 | < 0.1% |
| 32.8 | 1 | < 0.1% |
| 32.941 | 1 | < 0.1% |
| 33.334 | 1 | < 0.1% |
| 33.391 | 1 | < 0.1% |
| 33.944 | 1 | < 0.1% |
| 34.496 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 243.507 | 1 | |
| 243.372 | 1 | |
| 238.895 | 1 | |
| 236.799 | 1 | |
| 224.437 | 1 | |
| 222.605 | 1 | |
| 221.741 | 1 | |
| 221.112 | 1 | |
| 221.058 | 2 | |
| 220.229 | 1 |
Interactions
Correlations
| acousticness | danceability | duration_ms | energy | explicit | instrumentalness | key | liveness | loudness | mode | popularity | speechiness | tempo | valence | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | -0.230 | -0.233 | -0.759 | 0.249 | 0.292 | -0.018 | 0.017 | -0.600 | 0.061 | -0.574 | -0.055 | -0.231 | -0.158 | -0.626 |
| danceability | -0.230 | 1.000 | -0.088 | 0.217 | 0.283 | -0.281 | 0.023 | -0.116 | 0.233 | 0.062 | 0.194 | 0.239 | 0.022 | 0.540 | 0.195 |
| duration_ms | -0.233 | -0.088 | 1.000 | 0.177 | 0.034 | 0.106 | -0.003 | -0.066 | 0.125 | 0.016 | 0.231 | -0.094 | 0.013 | -0.199 | 0.259 |
| energy | -0.759 | 0.217 | 0.177 | 1.000 | 0.155 | -0.221 | 0.027 | 0.067 | 0.814 | 0.048 | 0.487 | 0.124 | 0.263 | 0.359 | 0.537 |
| explicit | 0.249 | 0.283 | 0.034 | 0.155 | 1.000 | 0.147 | 0.096 | 0.067 | 0.197 | 0.079 | 0.262 | 0.468 | 0.078 | 0.112 | 0.340 |
| instrumentalness | 0.292 | -0.281 | 0.106 | -0.221 | 0.147 | 1.000 | -0.012 | -0.053 | -0.339 | 0.038 | -0.297 | -0.101 | -0.078 | -0.167 | -0.288 |
| key | -0.018 | 0.023 | -0.003 | 0.027 | 0.096 | -0.012 | 1.000 | -0.003 | 0.019 | 0.211 | 0.008 | 0.033 | 0.002 | 0.028 | 0.008 |
| liveness | 0.017 | -0.116 | -0.066 | 0.067 | 0.067 | -0.053 | -0.003 | 1.000 | 0.030 | 0.014 | -0.114 | 0.112 | -0.005 | -0.010 | -0.102 |
| loudness | -0.600 | 0.233 | 0.125 | 0.814 | 0.197 | -0.339 | 0.019 | 0.030 | 1.000 | 0.042 | 0.505 | 0.048 | 0.209 | 0.263 | 0.553 |
| mode | 0.061 | 0.062 | 0.016 | 0.048 | 0.079 | 0.038 | 0.211 | 0.014 | 0.042 | 1.000 | 0.057 | 0.076 | 0.016 | 0.039 | 0.072 |
| popularity | -0.574 | 0.194 | 0.231 | 0.487 | 0.262 | -0.297 | 0.008 | -0.114 | 0.505 | 0.057 | 1.000 | -0.090 | 0.138 | 0.006 | 0.863 |
| speechiness | -0.055 | 0.239 | -0.094 | 0.124 | 0.468 | -0.101 | 0.033 | 0.112 | 0.048 | 0.076 | -0.090 | 1.000 | 0.080 | 0.143 | -0.048 |
| tempo | -0.231 | 0.022 | 0.013 | 0.263 | 0.078 | -0.078 | 0.002 | -0.005 | 0.209 | 0.016 | 0.138 | 0.080 | 1.000 | 0.172 | 0.149 |
| valence | -0.158 | 0.540 | -0.199 | 0.359 | 0.112 | -0.167 | 0.028 | -0.010 | 0.263 | 0.039 | 0.006 | 0.143 | 0.172 | 1.000 | -0.030 |
| year | -0.626 | 0.195 | 0.259 | 0.537 | 0.340 | -0.288 | 0.008 | -0.102 | 0.553 | 0.072 | 0.863 | -0.048 | 0.149 | -0.030 | 1.000 |
Missing values
Sample
| valence | year | acousticness | artists | danceability | duration_ms | energy | explicit | id | instrumentalness | key | liveness | loudness | mode | name | popularity | release_date | speechiness | tempo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0594 | 1921 | 0.982 | ['Sergei Rachmaninoff', 'James Levine', 'Berliner Philharmoniker'] | 0.279 | 831667 | 0.211 | 0 | 4BJqT0PrAfrxzMOxytFOIz | 0.878000 | 10 | 0.665 | -20.096 | 1 | Piano Concerto No. 3 in D Minor, Op. 30: III. Finale. Alla breve | 4 | 1921 | 0.0366 | 80.954 |
| 1 | 0.9630 | 1921 | 0.732 | ['Dennis Day'] | 0.819 | 180533 | 0.341 | 0 | 7xPhfUan2yNtyFG0cUWkt8 | 0.000000 | 7 | 0.160 | -12.441 | 1 | Clancy Lowered the Boom | 5 | 1921 | 0.4150 | 60.936 |
| 2 | 0.0394 | 1921 | 0.961 | ['KHP Kridhamardawa Karaton Ngayogyakarta Hadiningrat'] | 0.328 | 500062 | 0.166 | 0 | 1o6I8BglA6ylDMrIELygv1 | 0.913000 | 3 | 0.101 | -14.850 | 1 | Gati Bali | 5 | 1921 | 0.0339 | 110.339 |
| 3 | 0.1650 | 1921 | 0.967 | ['Frank Parker'] | 0.275 | 210000 | 0.309 | 0 | 3ftBPsC5vPBKxYSee08FDH | 0.000028 | 5 | 0.381 | -9.316 | 1 | Danny Boy | 3 | 1921 | 0.0354 | 100.109 |
| 4 | 0.2530 | 1921 | 0.957 | ['Phil Regan'] | 0.418 | 166693 | 0.193 | 0 | 4d6HGyGT8e121BsdKmw9v6 | 0.000002 | 3 | 0.229 | -10.096 | 1 | When Irish Eyes Are Smiling | 2 | 1921 | 0.0380 | 101.665 |
| 5 | 0.1960 | 1921 | 0.579 | ['KHP Kridhamardawa Karaton Ngayogyakarta Hadiningrat'] | 0.697 | 395076 | 0.346 | 0 | 4pyw9DVHGStUre4J6hPngr | 0.168000 | 2 | 0.130 | -12.506 | 1 | Gati Mardika | 6 | 1921 | 0.0700 | 119.824 |
| 6 | 0.4060 | 1921 | 0.996 | ['John McCormack'] | 0.518 | 159507 | 0.203 | 0 | 5uNZnElqOS3W4fRmRYPk4T | 0.000000 | 0 | 0.115 | -10.589 | 1 | The Wearing of the Green | 4 | 1921 | 0.0615 | 66.221 |
| 7 | 0.0731 | 1921 | 0.993 | ['Sergei Rachmaninoff'] | 0.389 | 218773 | 0.088 | 0 | 02GDntOXexBFUvSgaXLPkd | 0.527000 | 1 | 0.363 | -21.091 | 0 | Morceaux de fantaisie, Op. 3: No. 2, Prélude in C-Sharp Minor. Lento | 2 | 1921 | 0.0456 | 92.867 |
| 8 | 0.7210 | 1921 | 0.996 | ['Ignacio Corsini'] | 0.485 | 161520 | 0.130 | 0 | 05xDjWH9ub67nJJk82yfGf | 0.151000 | 5 | 0.104 | -21.508 | 0 | La Mañanita - Remasterizado | 0 | 1921-03-20 | 0.0483 | 64.678 |
| 9 | 0.7710 | 1921 | 0.982 | ['Fortugé'] | 0.684 | 196560 | 0.257 | 0 | 08zfJvRLp7pjAb94MA9JmF | 0.000000 | 8 | 0.504 | -16.415 | 1 | Il Etait Syndiqué | 0 | 1921 | 0.3990 | 109.378 |
| valence | year | acousticness | artists | danceability | duration_ms | energy | explicit | id | instrumentalness | key | liveness | loudness | mode | name | popularity | release_date | speechiness | tempo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 170643 | 0.9070 | 2020 | 0.00952 | ['DJ Scheme', 'Cordae', 'Ski Mask The Slump God', 'Take A Daytrip'] | 0.917 | 228333 | 0.56900 | 1 | 3C9D1X8NkG2Ak1RaGpRnnQ | 0.000000 | 7 | 0.0774 | -10.456 | 1 | Soda (feat. Take A Daytrip) | 66 | 2020-11-13 | 0.2790 | 144.014 |
| 170644 | 0.4660 | 2020 | 0.31000 | ['Fleet Foxes'] | 0.562 | 253613 | 0.68600 | 0 | 308prODCCD0O660tIktbUi | 0.022500 | 7 | 0.1250 | -8.480 | 1 | Sunblind | 66 | 2020-09-22 | 0.0249 | 103.054 |
| 170645 | 0.1690 | 2020 | 0.99400 | ['Ólafur Arnalds'] | 0.281 | 190500 | 0.03330 | 0 | 13MOQ6oQqkrZEDkZOHukCw | 0.959000 | 6 | 0.0995 | -31.460 | 1 | We Contain Multitudes (from home) | 70 | 2020-08-26 | 0.0348 | 90.250 |
| 170646 | 0.5220 | 2020 | 0.20400 | ['Gunna'] | 0.598 | 230600 | 0.47200 | 1 | 2f8y4CuG57UJEmkG3ujd0D | 0.000015 | 0 | 0.1080 | -10.991 | 1 | NASTY GIRL / ON CAMERA | 66 | 2020-05-22 | 0.2580 | 120.080 |
| 170647 | 0.0838 | 2020 | 0.97400 | ['Najma Wallin'] | 0.175 | 133500 | 0.00759 | 0 | 6RuFOroO9VO0aMGEzirLHk | 0.925000 | 7 | 0.1130 | -35.072 | 1 | Med slutna ögon | 70 | 2020-02-21 | 0.0454 | 70.872 |
| 170648 | 0.6080 | 2020 | 0.08460 | ['Anuel AA', 'Daddy Yankee', 'KAROL G', 'Ozuna', 'J Balvin'] | 0.786 | 301714 | 0.80800 | 0 | 0KkIkfsLEJbrcIhYsCL7L5 | 0.000289 | 7 | 0.0822 | -3.702 | 1 | China | 72 | 2020-05-29 | 0.0881 | 105.029 |
| 170649 | 0.7340 | 2020 | 0.20600 | ['Ashnikko'] | 0.717 | 150654 | 0.75300 | 0 | 0OStKKAuXlxA0fMH54Qs6E | 0.000000 | 7 | 0.1010 | -6.020 | 1 | Halloweenie III: Seven Days | 68 | 2020-10-23 | 0.0605 | 137.936 |
| 170650 | 0.6370 | 2020 | 0.10100 | ['MAMAMOO'] | 0.634 | 211280 | 0.85800 | 0 | 4BZXVFYCb76Q0Klojq4piV | 0.000009 | 4 | 0.2580 | -2.226 | 0 | AYA | 76 | 2020-11-03 | 0.0809 | 91.688 |
| 170651 | 0.1950 | 2020 | 0.00998 | ['Eminem'] | 0.671 | 337147 | 0.62300 | 1 | 5SiZJoLXp3WOl3J4C8IK0d | 0.000008 | 2 | 0.6430 | -7.161 | 1 | Darkness | 70 | 2020-01-17 | 0.3080 | 75.055 |
| 170652 | 0.6420 | 2020 | 0.13200 | ['KEVVO', 'J Balvin'] | 0.856 | 189507 | 0.72100 | 1 | 7HmnJHfs0BkFzX4x8j0hkl | 0.004710 | 7 | 0.1820 | -4.928 | 1 | Billetes Azules (with J Balvin) | 74 | 2020-10-16 | 0.1080 | 94.991 |